{"id":"W7132983545","doi":"","title":"Pious: Why Meta’s Business Model Drives Intolerance","year":2023,"lang":"","type":"dissertation","venue":"TSpace","topic":"Hate Speech and Cyberbullying Detection","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Social media; Identity (music); Social identity theory; Politics; Blueprint; Identity formation; Blame; Cognitive reframing; Social identity approach","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006392332,0.001129209,0.001340921,0.000686194,0.0008137097,0.0009922525,0.001993139,0.000765091,0.0001717476],"category_scores_gemma":[0.0002402935,0.001140354,0.0006500605,0.003402539,0.0001290205,0.0008883528,0.0002983347,0.0009969672,0.001699482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001569532,"about_ca_system_score_gemma":0.0008080948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002118936,"about_ca_topic_score_gemma":0.001394044,"domain_scores_codex":[0.9944687,0.0002225452,0.0008451507,0.002020759,0.001273388,0.00116942],"domain_scores_gemma":[0.9958756,0.0001501793,0.0007583422,0.001701396,0.001149455,0.0003650336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004798458,0.0008652632,0.00002168628,0.003439446,0.006531363,0.0005364654,0.3605078,0.4002688,0.03671774,0.009862354,0.03226213,0.1485071],"study_design_scores_gemma":[0.0008234662,0.0002036815,0.0007919426,0.0007369344,0.001847913,0.00003633136,0.006502716,0.9621871,0.0142709,0.005185191,0.00497568,0.002438104],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.126477,0.00252959,0.8417097,0.004297682,0.01146156,0.001567947,0.00001876248,0.002250532,0.009687264],"genre_scores_gemma":[0.4890583,0.006520669,0.04457861,0.001671805,0.001347611,0.0009669923,0.0005248695,0.0006339845,0.4546972],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7971311,"threshold_uncertainty_score":0.9991047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0467270570996186,"score_gpt":0.3207627113661598,"score_spread":0.2740356542665412,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}